The Design And Implementation Of The Xin Tang System Based On Android Platform

Heart disease and diabetes are now the biggest threat to human health.Due to its high incidence and death rate as well as long incubation period,heart disease becomes the top killer of human health.Diabetes with its high incidence and complications of the characteristics of human health and socio-economic have a significant impact.Prevalence rate of heart disease and diabetes is in a rising state,moreover,age of its patients is becoming younger.How to effectively prevent these two diseases is a topic worth researching.Patients need regularly monitor health data and predict such disease through the sign data.However,it is difficult for hospitals to take long-term monitor,on the other hand,using the collected data and combining related prediction algorithm to predict users' prevalence rat is a research focus in modern medicine field.Study of a survey of mobile medical indicates that mobile applications for monitoring and managing heart disease and diabetes have disadvantages such as small quantity,insufficient functions,do not aim to healthy person.Hence,this paper designed and implemented a XinTang system based on android platform,main work is as follows.1.Designed and implemented the XinTang system based on the Android platform,combined with the needs of Gansu Provincial People's Hospital.The function modules include collecting and uploading data such as heart rate,blood glucose,blood pressure,hemoglobin and so on.The function of data cloud storage on the server can be used to upload and synchronize data on any Android device.Track and record the physical condition for a long time.Decrease heart disease and diabetes regulatory pressure.2.Use artificial neural network algorithm to achieve dynamic prediction of heart disease.Use the LSTM-DNN model to train with 2000 patients' cardiac medical data.For users who regularly upload signs data,Xin Tang achieves a dynamic prediction for heart disease,to remind users with a potential risk of disease in a timely manner Treatment.The XinTang system is used in the heart medicine of Gansu Provincial People's Hospital,which can realize the self-monitoring of user's sign data,real-time communication between doctors and patients,to relieve the hospital's stress on heart disease and diabetes as well.The designed LSTM-DNN prediction model achieves heart disease prediction with a high success rate,its results can provide a reference for diagnosis and treatment for doctors.The XinTang systemrealized all the designed requirements.